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| <div class="title">madlib_xgboost.sql_in File Reference</div> </div> |
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| <div class="contents"> |
| |
| <p>SQL functions for xgboost. |
| <a href="#details">More...</a></p> |
| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a> |
| Functions</h2></td></tr> |
| <tr class="memitem:a43dda0448bf2a2cf29d9d41dee21e5f4"><td class="memItemLeft" align="right" valign="top">bytea </td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__xgboost_8sql__in.html#a43dda0448bf2a2cf29d9d41dee21e5f4">__serialize_pandas_dframe_as_bytea__</a> (text source_table, text id_column, text class_label, text features)</td></tr> |
| <tr class="separator:a43dda0448bf2a2cf29d9d41dee21e5f4"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a3a6f172a53e659e59eeeb1bcf3a5e6af"><td class="memItemLeft" align="right" valign="top">xgb_gridsearch_train_results_type </td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__xgboost_8sql__in.html#a3a6f172a53e659e59eeeb1bcf3a5e6af">__xgboost_train_parallel__</a> (bytea dframe, text[] features_all, text class_label, text params, text class_weights, numeric train_set_size, text id_column, text train_set_split_var)</td></tr> |
| <tr class="separator:a3a6f172a53e659e59eeeb1bcf3a5e6af"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a8f5be846f99ee20efa871438fce2e953"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__xgboost_8sql__in.html#a8f5be846f99ee20efa871438fce2e953">xgboost</a> (text source_table, text grid_search_results_tbl, text id_column, text class_label, text list_of_features, text[] list_of_features_to_exclude=NULL, text params_str=NULL, text class_weights=NULL, numeric train_set_size=0.8, text train_set_split_var=NULL)</td></tr> |
| <tr class="separator:a8f5be846f99ee20efa871438fce2e953"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a37d3dc36294cff67db04114391ffe470"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__xgboost_8sql__in.html#a37d3dc36294cff67db04114391ffe470">xgboost_predict</a> (text scoring_tbl, text mdl_table, text predict_output_table, text id_column, text class_label=NULL, integer params_index=1)</td></tr> |
| <tr class="separator:a37d3dc36294cff67db04114391ffe470"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at</p> |
| <p><a href="http://www.apache.org/licenses/LICENSE-2.0">http://www.apache.org/licenses/LICENSE-2.0</a></p> |
| <p>Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.</p> |
| <dl class="section date"><dt>Date</dt><dd>05/12/2022 </dd></dl> |
| </div><h2 class="groupheader">Function Documentation</h2> |
| <a id="a43dda0448bf2a2cf29d9d41dee21e5f4"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a43dda0448bf2a2cf29d9d41dee21e5f4">◆ </a></span>__serialize_pandas_dframe_as_bytea__()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">bytea __serialize_pandas_dframe_as_bytea__ </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>id_column</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>class_label</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>features</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a3a6f172a53e659e59eeeb1bcf3a5e6af"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a3a6f172a53e659e59eeeb1bcf3a5e6af">◆ </a></span>__xgboost_train_parallel__()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">xgb_gridsearch_train_results_type __xgboost_train_parallel__ </td> |
| <td>(</td> |
| <td class="paramtype">bytea </td> |
| <td class="paramname"><em>dframe</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text [] </td> |
| <td class="paramname"><em>features_all</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>class_label</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>params</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>class_weights</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">numeric </td> |
| <td class="paramname"><em>train_set_size</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>id_column</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>train_set_split_var</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a8f5be846f99ee20efa871438fce2e953"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a8f5be846f99ee20efa871438fce2e953">◆ </a></span>xgboost()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void xgboost </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>source_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>grid_search_results_tbl</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>id_column</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>class_label</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>list_of_features</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text [] </td> |
| <td class="paramname"><em>list_of_features_to_exclude</em> = <code>NULL</code>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>params_str</em> = <code>NULL</code>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>class_weights</em> = <code>NULL</code>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">numeric </td> |
| <td class="paramname"><em>train_set_size</em> = <code>0.8</code>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>train_set_split_var</em> = <code>NULL</code> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a id="a37d3dc36294cff67db04114391ffe470"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a37d3dc36294cff67db04114391ffe470">◆ </a></span>xgboost_predict()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void xgboost_predict </td> |
| <td>(</td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>scoring_tbl</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>mdl_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>predict_output_table</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>id_column</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">text </td> |
| <td class="paramname"><em>class_label</em> = <code>NULL</code>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">integer </td> |
| <td class="paramname"><em>params_index</em> = <code>1</code> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
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